Writing on AI, System Design & Enterprise Architecture

// Production-grade agentic pattern
async function buildAgent() {
  const tools = loadMCP("enterprise");
  const guardrails = loadPolicy("compliance");

  const agent = orchestrate({
    model: "claude-4",
    tools,
    guardrails,
    fallback: "human-in-loop"
  });

  return agent.deploy();
}

// Choose the stack by operating model
const stack = selectAgentStack({
  goal: "production agents",
  constraints: ["speed", "reliability"],
  memory: "postgres + vector",
  evals: "promptfoo",
  tracing: "langfuse"
});

return stack.ship();